An Operator Perspective on Signals and Systems

In this monograph, we combine operator techniques with state space methods to solve factorization, spectral estimation, and interpolation problems arising in control and signal processing. We present both the theory and algorithms with some Matlab code to solve these problems. A classical approach t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Frazho, Arthur (Autor), Bhosri, Wisuwat (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Basel : Birkhäuser Basel : Imprint: Birkhäuser, 2010.
Edición:1st ed. 2010.
Colección:Linear Operators and Linear Systems, 204
Temas:
Operator theory.
System theory.
Control theory.
Mathematics-Data processing.
Operator Theory.
Systems Theory, Control .
Computational Science and Engineering.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Basic Operator Theory
  • The Wold Decomposition
  • Toeplitz and Laurent Operators
  • Inner and Outer Functions
  • Rational Inner and Outer Functions
  • The Naimark Representation
  • The Rational Case
  • Finite Section Techniques
  • The Levinson Algorithm and Factorization
  • Isometric Representations and Factorization
  • Signal Processing
  • Riccati Methods
  • Riccati Equations and Factorization
  • Kalman and Wiener Filtering
  • Interpolation Theory
  • Tangential Nevanlinna-Pick Interpolation
  • Contractive Nevanlinna-Pick Interpolation
  • Appendices
  • A Review of State Space
  • The Levinson Algorithm.

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